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Record W4414321428 · doi:10.1101/2025.09.16.25335742

Mapping of person-centred sexual and reproductive health interventions at primary healthcare settings: An umbrella review

2025· preprint· en· W4414321428 on OpenAlexfundno aff
Ghada E. Saad, Sohayla El Fakahany, Lara Abi Jaoude, Petra Halawi, Zeina Karam, Tamar Kabakian‐Khasholian, Faysal El Kak, Stephen J. McCall

Bibliographic record

VenuemedRxiv · 2025
Typepreprint
Languageen
FieldMedicine
TopicGlobal Maternal and Child Health
Canadian institutionsnot available
FundersInternational Development Research Centre
KeywordsPsychological interventionReproductive healthHealth careIntervention (counseling)Inclusion (mineral)Primary careMEDLINESystematic review

Abstract

fetched live from OpenAlex

ABSTRACT Introduction Sexual and reproductive health (SRH) is an essential component of primary healthcare (PHC). Advancing person-centred SRH promotes gender equality and ensures women and girls access high-quality care that respects their autonomy. This umbrella review synthesises key findings on existing person-centred SRH interventions in primary care settings, globally. Methods Searches were conducted in five bibliometric databases from 2016-2024. Reviews were included if they referred to person-centred SRH interventions, aimed at enhancing women’s autonomy, in PHCs. Two researchers independently screened reviews for inclusion, extracted and appraised quality of eligible reviews. Data was synthesised to identify themes and related person-centeredness. Results Of 1,300 identified reviews, 21 were included (twelve scoping, seven systematic, one integrative, and one narrative review). Geographic scope varied where eight were global, six focused on low- and middle-Income countries, and seven on high-income countries. These reviews explored multiple SRH topics (e.g., family planning, STIs/HIV, breast/cervical cancer). Four reviews explicitly referred to person-centredness; otherwise, person-centeredness was inferred. Synthesis identified five themes:1-Interactive decision- and counselling-support tools;2-Provider-initiated clinical prompts/support; 3-Remote/digital information channels;4-Integrated service delivery and accessibility strategies; and 5-Social/peer-led navigation. These interventions mainly addressed person-centred care domains of autonomy, dignity and communication, while trust, social support, and facility environment were addressed less. Conclusions Person-centred SRH interventions in PHCs have varied delivery modes highlighting innovation and a shift towards SRH care that is more responsive, accessible and respectful. Nevertheless, given limited explicit evaluation of person-centredness, future interventions need to encompass person-centred components to achieve holistic, person-centred SRH care for women and girls. SUMMARY BOX - Key Messages What is already known about the topic There are numerous existing systematic and scoping reviews on Sexual and Reproductive Health (SRH) interventions tackling specific SRH services. Despite this growing body of evidence and many reviews on SRH services and interventions, the existing literature is fragmented and often fails to address person-centeredness of these services and interventions. To our knowledge, no previous umbrella review has synthesised the available evidence and specifically addressed the concept of person-centred SRH care within primary healthcare settings. What this study adds This umbrella review provides a comprehensive overview of person-centred SRH interventions by synthesising high-level findings from 21 eligible reviews. By collating a global collection of systematic and scoping reviews on various SRH topics, this study highlights the available SRH interventions, describing their person-centredness, a concept that is not widely emphasised in the existing literature. It presents a high-level narrative synthesis, offering a comprehensive overview of the available person-centred SRH interventions in primary care settings that have the potential to enhance girls’ and women’s autonomy. How this study might affect research, practice and policy This umbrella review underscores the limited emphasis on person-centred SRH interventions, and the need to design more holistic, tailored interventions that consider the multiple domains of person-centred care to ensure women receive respectful SRH services that ensure autonomy, choice and supportive care. The synthesis of results highlights the need for standardised measurements of clinical and person-centred care outcome indicators.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.029
metaresearch head score (Gemma)0.123
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Systematic review · Consensus signal: Systematic review
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.029
Threshold uncertainty score0.155

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0290.123
Meta-epidemiology (narrow)0.0020.002
Meta-epidemiology (broad)0.0080.007
Bibliometrics0.0290.029
Science and technology studies0.0010.002
Scholarly communication0.0080.006
Open science0.0030.004
Research integrity0.0030.002
Insufficient payload (model declined to judge)0.0070.001

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.088
GPT teacher head0.363
Teacher spread0.275 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designSystematic review
Domainnot available
GenreReview

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations1
Published2025
Admission routes1
Has abstractyes

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